Disorder Type Classification on SLPHelmUltraSuite Plus (test)
69.7Macro F1WavLM-large
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WavLM-largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 69.7 | 0.14 | 70.2 | |
| wav2vec2-largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 64.6 | 0.297 | 65.5 | |
| Hubert largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 62.3 | 0.024 | 65.8 | |
| wav2vec2-baseArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 59 | 0.107 | 61.8 | |
| gpt-4o-transcribeNote=As reported by [11]2026.04 | 31.8 | — | — | |
| whisper-gpt4oNote=As reported by [11]2026.04 | 24.5 | — | — | |
| Phi-4-multimodal-instructNote=As reported by [11]2026.04 | 16.3 | — | — |